AxonClassNet: A Deep Learning Approach for Automated Segmentation and Grading of Retinal Ganglion Cell Axons

被引:0
|
作者
Graham, Shelby [1 ,2 ]
Freeman, Kyle [1 ]
Pilkinton, Sophie [1 ]
Balasubramanian, Madhusudhanan [2 ]
Jablonski, Monica M. [1 ]
机构
[1] Univ Tennessee, Hlth Sci Ctr, Memphis, TN USA
[2] Univ Memphis, Memphis, TN USA
关键词
D O I
暂无
中图分类号
R77 [眼科学];
学科分类号
100212 ;
摘要
引用
收藏
页数:2
相关论文
共 50 条
  • [1] AxoNet: A deep learning-based tool to count retinal ganglion cell axons
    Ritch, Matthew D.
    Hannon, Bailey G.
    Read, A. Thomas
    Feola, Andrew J.
    Cull, Grant A.
    Reynaud, Juan
    Morrison, John C.
    Burgoyne, Claude F.
    Pardue, Machelle T.
    Ethier, C. Ross
    SCIENTIFIC REPORTS, 2020, 10 (01)
  • [2] AxoNet: A deep learning-based tool to count retinal ganglion cell axons
    Matthew D. Ritch
    Bailey G. Hannon
    A. Thomas Read
    Andrew J. Feola
    Grant A. Cull
    Juan Reynaud
    John C. Morrison
    Claude F. Burgoyne
    Machelle T. Pardue
    C. Ross Ethier
    Scientific Reports, 10
  • [3] AxoNet 2.0: A Deep Learning-Based Tool for Morphometric Analysis of Retinal Ganglion Cell Axons
    Goyal, Vidisha
    Read, A. Thomas
    Ritch, Matthew D.
    Hannon, Bailey G.
    Rodriguez, Gabriela Sanchez
    Brown, Dillon M.
    Feola, Andrew J.
    Hedberg-Buenz, Adam
    Cull, Grant A.
    Reynaud, Juan
    Garvin, Mona K.
    Anderson, Michael G.
    Burgoyne, Claude F.
    Ethier, C. Ross
    TRANSLATIONAL VISION SCIENCE & TECHNOLOGY, 2023, 12 (03):
  • [4] Deep Learning Approach for Automated Recognition of Retinal Pigment Epithelium Cell
    Hadziahmetovic, Majda
    Gao, Qitong
    Xu, Ying
    Amason, Joshua
    Loksztejn, Anna
    Cousins, Scott W.
    Pajic, Miroslav
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2020, 61 (07)
  • [5] Deep learning (DL)-based morphometric analysis of retinal ganglion cell (RGC) axons in a rat model of glaucoma
    Ethier, C. Ross
    Goyal, Vidisha
    Sanchez-Rodriguez, Gabriela
    Brown, Dillon
    Hannon, Bailey
    Toporek, Aaron M.
    Ritch, Matthew D.
    Feola, Andrew
    Read, Arthur Thomas
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2021, 62 (08)
  • [6] AxoNet 2.0: A deep learning (DL)-based tool for morphometric analysis of retinal ganglion cell (RGC) axons
    Goyal, Vidisha
    Sanchez-Rodriguez, Gabriela
    Hannon, Bailey
    Ritch, Matthew D.
    Toporek, Aaron M.
    Feola, Andrew
    Read, Arthur Thomas
    Ethier, C. Ross
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2021, 62 (08)
  • [7] Electrical response of the retinal ganglion cell axons
    Fry, GA
    Bartley, SH
    JOURNAL OF CELLULAR AND COMPARATIVE PHYSIOLOGY, 1934, 5 (03): : 291 - 299
  • [8] RetOCTNet: Deep Learning-Based Segmentation of OCT Images Following Retinal Ganglion Cell Injury
    Sanchez-Rodriguez, Gabriela
    Lou, Linjiang
    Pardue, Machelle T.
    Feola, Andrew J.
    TRANSLATIONAL VISION SCIENCE & TECHNOLOGY, 2025, 14 (02):
  • [9] Automated Grading of Diabetic Retinopathy in Retinal Fundus Images using Deep Learning
    Hathwar, Sagar B.
    Srinivasa, Gowri
    PROCEEDINGS OF THE 2019 IEEE INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING APPLICATIONS (IEEE ICSIPA 2019), 2019, : 73 - 77
  • [10] Embryonic lens repels retinal ganglion cell axons
    Ohta, K
    Tannahill, D
    Yoshida, K
    Johnson, AR
    Cook, GMW
    Keynes, RJ
    DEVELOPMENTAL BIOLOGY, 1999, 211 (01) : 124 - 132